Finance Can’t See a Third of Your AI Spend. That Makes Shadow AI a Budgeting Problem.
A quarter to a third of enterprise AI spend runs outside IT visibility. Shadow AI stopped being only a security story the moment it became the biggest thing finance cannot see.
The End of Infinite Cloud: Capacity Scarcity Just Rewrote the Commitment Playbook
Record hyperscaler backlogs and 'demand surpasses supply' language in Q2 2026 earnings flipped the cloud from oversupplied to constrained. Here is what that does to FinOps commitment strategy.
Everyone’s Watching GPU Prices. The Memory Shortage Is Coming for Your Regular Cloud Bill.
GPU prices grab the headlines, but the 2026 memory shortage is about to raise the non-GPU compute line that makes up the majority of your cloud bill. Here is why, and the FinOps moves that matter now.
HubSpot Now Bills $0.50 a Resolution. Your Seat-Based SaaS Budget Just Broke.
AI agents from HubSpot, Salesforce, Intercom and Zendesk now bill by outcome, not seat. Why per-seat SaaS budgets break, and how to forecast the variable spend.
Your AI Dashboard Measures Tokens. Your CFO Wants Cost Per Outcome.
The FinOps Foundation's June 2026 token framework lists four AI unit metrics. None is cost per token. Why cost per outcome is the number that survives agents.
FinOps Stopped Being a Cloud Discipline in 2026. The Certification Ladder Followed.
The FinOps Foundation changed one word in its mission this year, from cloud to technology. The new AI Value and Technology Value certifications show what that does to your career.
